docvqa

Definition

A benchmark for question answering over document images: given a scanned page and a natural-language question, produce the answer, which generally appears as text somewhere on the page. Because answering needs recognition, layout reasoning, and locating the right field all at once, it became the default yardstick for document AI. Scoring uses ANLS, an edit-distance measure that tolerates small recognition slips instead of demanding exact match.